{ "cells": [ { "cell_type": "markdown", "id": "140d19af", "metadata": {}, "source": [ "# Test and Analyze Model Robustness with NRTK and XAITK for the Image Classification Task\n", "\n", "## Overview\n", "This guide demonstrates how to integrate the Natural Robustness Toolkit (NRTK) with XAITK-Saliency to assess model robustness\n", "and understand why models fail in image classification tasks. Unlike traditional robustness testing, which only measures performance degradation, this\n", "approach reveals how the features your model focuses on change under perturbation, allowing you to interpret and act on the\n", "results as they are generated.\n", "\n", "This notebook is created from [Explaining model robustness: combining saliency maps and natural robustness testing using XAITK and NRTK](https://www.spiedigitallibrary.org/conference-proceedings-of-spie/13476/3052320/Explaining-model-robustness--combining-saliency-maps-and-natural-robustness/10.1117/12.3052320.short).\n", "\n", "## What You'll Accomplish\n", "- Apply systematic perturbations and generate interpretable saliency maps.\n", "- Recognize robust vs. sensitive model behaviors as you test.\n", "- Quantify saliency changes and understand what they indicate.\n", "- Make informed decisions about model deployment and improvement.\n", "\n", "## Table of Contents\n", "\n", "* [Set Up the Environment](#set-up-the-environment)\n", "* [Define Model and Dataset](#define-model-and-dataset)\n", "* [Configure Your NRTK Perturbation Strategy](#configure-your-nrtk-perturbation-strategy)\n", " * [Gaussian Blur Perturbation](#gaussian-blur-perturbation)\n", " * [Salt Noise Perturbation](#salt-noise-perturbation)\n", "* [Evaluate Perturbed Datasets](#evaluate-perturbed-datasets)\n", " * [Compute Accuracy Metric](#compute-accuracy-metric)\n", " * [Generate Item Response Curves](#generate-item-response-curves)\n", "* [Generate and Evaluate Saliency Maps](#generate-and-evaluate-saliency-maps)\n", " * [Initialize RISE (with Debiasing) Saliency Method](#initialize-rise-with-debiasing-saliency-method)\n", " * [Compute Saliency Maps and Related Metrics](#compute-saliency-maps-and-related-metrics)\n", " * [Interpretability Analysis](#interpretability-analysis)\n", "* [Conclusion](#conclusion) " ] }, { "cell_type": "markdown", "id": "90303440", "metadata": {}, "source": [ "## Set Up the Environment " ] }, { "cell_type": "code", "execution_count": 1, "id": "afbef459", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Installing nrtk with optional dependencies...\n", "Install huggingface transformers and datasets\n", "Installing ultralytics...\n", "Installing tabulate...\n", "Clean install of xaitk-saliency from JATIC gitlab...\n", "Found existing installation: xaitk-saliency 0.13.0\n", "Uninstalling xaitk-saliency-0.13.0:\n", " Successfully uninstalled xaitk-saliency-0.13.0\n" ] } ], "source": [ "import sys # noqa: F401\n", "\n", "!{sys.executable} -m pip install -qU pip\n", "print(\"Installing nrtk with optional dependencies...\")\n", "!{sys.executable} -m pip install -q nrtk[pybsm,maite,tools,scikit-image,headless,notebook-testing,Pillow]\n", "print(\"Install huggingface transformers and datasets\")\n", "!{sys.executable} -m pip install -q transformers datasets\n", "print(\"Installing ultralytics...\")\n", "!{sys.executable} -m pip install -q ultralytics\n", "print(\"Installing tabulate...\")\n", "!{sys.executable} -m pip install -q tabulate\n", "print(\"Clean install of xaitk-saliency from JATIC gitlab...\")\n", "!{sys.executable} -m pip uninstall -y xaitk_saliency\n", "!{sys.executable} -m pip install -q xaitk_saliency" ] }, { "cell_type": "code", "execution_count": 2, "id": "ed0ce375", "metadata": {}, "outputs": [], "source": [ "from __future__ import annotations # noqa: F404\n", "\n", "# Python imports\n", "import os\n", "import random\n", "\n", "# 3rd party imports\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import torch\n", "\n", "# Setting seed for reproducibility\n", "seed = 123\n", "os.environ[\"PYTHONHASHSEED\"] = str(seed)\n", "random.seed(seed)\n", "np.random.default_rng(seed)\n", "torch.manual_seed(seed)\n", "\n", "%matplotlib inline\n", "%config InlineBackend.figure_format = \"jpeg\" # Use JPEG format for inline visualizations" ] }, { "cell_type": "markdown", "id": "18a5f61f", "metadata": {}, "source": [ "## Define Model and Dataset\n", "\n", "The NRTK-XAITK workflow depends on [HuggingFace](https://huggingface.co/) (HF) to download the required dataset/model. To align the dataset/model to the Image Classification evaluation workflow, we need to adapt the HF dataset/model to be compliant with [MAITE](https://github.com/mit-ll-ai-technology/maite) protocols. \n", "\n", "In the section below, we define the HuggingFace-MAITE adapters for the [EuroSAT](https://github.com/phelber/EuroSAT) dataset and HF pretrained-model for the Image Classification task." ] }, { "cell_type": "code", "execution_count": 3, "id": "0a8a6676", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/local/KHQ/stephen.crowell/.cache/pypoetry/virtualenvs/nrtk-XgrOuMnz-py3.10/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from .autonotebook import tqdm as notebook_tqdm\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Dataset name: cm93/eurosat\n", "Number of samples: 27\n", "Dataset categories: ['Forest', 'River', 'Highway', 'AnnualCrop', 'SeaLake', 'HerbaceousVegetation', 'Industrial', 'Residential', 'PermanentCrop', 'Pasture']\n", "Number of classes: 10\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Using a slow image processor as `use_fast` is unset and a slow processor was saved with this model. `use_fast=True` will be the default behavior in v4.52, even if the model was saved with a slow processor. This will result in minor differences in outputs. You'll still be able to use a slow processor with `use_fast=False`.\n" ] } ], "source": [ "from nrtk.utils.interop.image_classification.dataset import (\n", " HuggingFaceMaiteDataset,\n", " create_data_subset,\n", ")\n", "from nrtk.utils.interop.image_classification.model import HuggingFaceMaiteModel\n", "\n", "# Check if CUDA is available and set the device accordingly\n", "CUDA_AVAILABLE = torch.cuda.is_available()\n", "device = \"cuda\" if CUDA_AVAILABLE else \"cpu\"\n", "\n", "hf_dataset_name = \"cm93/eurosat\" # Hugging Face dataset name\n", "test_set_fraction = 0.01 # Fraction of the test set to use for the subset\n", "example_img_id = 0 # Example image index\n", "\n", "# Create a subset of the EuroSAT dataset\n", "hf_dataset = create_data_subset(\n", " dataset_name=hf_dataset_name,\n", " split=\"test\",\n", " fraction=test_set_fraction,\n", ")\n", "# Print dataset information\n", "print(f\"Dataset name: {hf_dataset_name}\")\n", "print(f\"Number of samples: {len(hf_dataset)}\")\n", "categories = hf_dataset.features[\"label\"].names\n", "print(f\"Dataset categories: {categories}\")\n", "\n", "# Create a HuggingFaceMaiteDataset instance\n", "# This will wrap the Hugging Face dataset to comply with the MAITE Dataset protocol\n", "maite_dataset = HuggingFaceMaiteDataset(hf_dataset, hf_dataset_name)\n", "print(f\"Number of classes: {maite_dataset.num_classes}\")\n", "\n", "# Create a HuggingFaceMaiteModel instance\n", "# This will wrap a Hugging Face model to comply with the MAITE Image Classification protocol\n", "maite_classifier = HuggingFaceMaiteModel(\n", " model_name=\"nielsr/convnext-tiny-224-finetuned-eurosat-albumentations\",\n", " device=device,\n", ")" ] }, { "cell_type": "markdown", "id": "d70927de", "metadata": {}, "source": [ "## Configure Your NRTK Perturbation Strategy\n", "\n", "### Gaussian Blur Perturbation\n", "\n", "To perturb the input dataset with the Gaussian Blur operation, we set up a sequence of perturber configurations using the ``GaussianBlurPerturber`` that ranges across five blur kernel sizes (ksize). Each perturber configuration is applied to the entire dataset to create five new perturbed datasets. To understand each perturber's setting, we visualize a sample image from each dataset." ] }, { "cell_type": "code", "execution_count": 4, "id": "bbdafc82", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from nrtk.impls.perturb_image.generic.cv2.blur import GaussianBlurPerturber\n", "\n", "# Parameters for Gaussian blur perturbation sweep\n", "SWEEP_LOW = 1 # minimum kernel size\n", "SWEEP_HIGH = 20 # maximum kernel size\n", "SWEEP_COUNT = 5 # number of values to sample\n", "\n", "# Generate list of odd kernel sizes for Gaussian blur\n", "blur_perturbation_values = np.floor(\n", " np.linspace(\n", " SWEEP_LOW,\n", " SWEEP_HIGH,\n", " SWEEP_COUNT,\n", " endpoint=True,\n", " ),\n", ").astype(int)\n", "# Gaussian blur requires odd kernel sizes to maintain\n", "# symmetric padding along the edges to preserve dimensionality.\n", "blur_perturbation_values = [p if p % 2 == 1 else p + 1 for p in blur_perturbation_values]\n", "blur_augmentations = [GaussianBlurPerturber(ksize=p) for p in blur_perturbation_values]\n", "\n", "# Visualize the perturbations on a sample image\n", "img = np.asarray(hf_dataset[example_img_id][\"image\"])\n", "\n", "_, ax = plt.subplots(1, 5, figsize=(12, 6))\n", "for idx, p in enumerate(blur_perturbation_values):\n", " ax[idx].set_title(f\"Blur kernel size: {p}\")\n", " ax[idx].imshow(blur_augmentations[idx](img)[0])\n", " _ = ax[idx].axis(\"off\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "61738026", "metadata": {}, "source": [ "### Salt Noise Perturbation\n", "\n", "To apply salt noise to the input dataset, we set up a sequence of perturber configurations using the ``SaltNoisePerturber`` that ranges across five salt noise amount values. Each perturber configuration is applied on the entire dataset to create five new perturbed datasets. To understand each perturber's setting, we visualize a sample image from each dataset." ] }, { "cell_type": "code", "execution_count": 5, "id": "5fc9db64", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from nrtk.impls.perturb_image.generic.skimage.random_noise import SaltNoisePerturber\n", "\n", "# Parameters for salt noise perturbation sweep\n", "SWEEP_LOW = 0.0 # minimum salt noise amount\n", "SWEEP_HIGH = 0.20 # maximum salt noise amount\n", "SWEEP_COUNT = 5 # number of values to sample\n", "\n", "# Generate augmentations using salt noise with increasing intensity\n", "noise_perturbation_values = np.round(\n", " np.linspace(\n", " SWEEP_LOW,\n", " SWEEP_HIGH,\n", " SWEEP_COUNT,\n", " endpoint=True,\n", " ).astype(float),\n", " decimals=2,\n", ")\n", "salt_augmentations = [SaltNoisePerturber(amount=s) for s in noise_perturbation_values]\n", "\n", "# Visualize the perturbations on a sample image\n", "img = np.asarray(hf_dataset[example_img_id][\"image\"])\n", "\n", "_, ax = plt.subplots(1, 5, figsize=(12, 6))\n", "for idx, s in enumerate(noise_perturbation_values):\n", " ax[idx].set_title(f\"Salt noise amount: {s}\")\n", " ax[idx].imshow(salt_augmentations[idx](img)[0])\n", " _ = ax[idx].axis(\"off\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "c15f57e6", "metadata": {}, "source": [ "## Evaluate Perturbed Datasets" ] }, { "cell_type": "markdown", "id": "3534a9b3", "metadata": {}, "source": [ "### Compute Accuracy Metric\n", "\n", "For understanding the overall impact of the two different perturbers on model performance, we compute the model's prediction accuracy across the various perturbed datasets. For this computation, we use a MAITE-compliant accuracy metric and evaluation workflow. To adapt the perturber configurations within this workflow, we use NRTK's ``JATICClassificationAugmentation`` wrapper." ] }, { "cell_type": "code", "execution_count": 6, "id": "a7106a32", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|███████████████████████████████████████████| 27/27 [00:00<00:00, 30.26it/s]\n", "100%|███████████████████████████████████████████| 27/27 [00:00<00:00, 70.93it/s]\n", "100%|███████████████████████████████████████████| 27/27 [00:00<00:00, 69.09it/s]\n", "100%|███████████████████████████████████████████| 27/27 [00:00<00:00, 68.38it/s]\n", "100%|███████████████████████████████████████████| 27/27 [00:00<00:00, 69.98it/s]\n", "100%|███████████████████████████████████████████| 27/27 [00:00<00:00, 70.14it/s]\n", "100%|███████████████████████████████████████████| 27/27 [00:00<00:00, 69.76it/s]\n", "100%|███████████████████████████████████████████| 27/27 [00:00<00:00, 70.19it/s]\n", "100%|███████████████████████████████████████████| 27/27 [00:00<00:00, 70.27it/s]\n", "100%|███████████████████████████████████████████| 27/27 [00:00<00:00, 70.38it/s]\n" ] } ], "source": [ "import torchmetrics.classification\n", "from maite.interop.metrics.torchmetrics import TMClassificationMetric\n", "from maite.tasks import evaluate\n", "\n", "from nrtk.interop.maite.interop.image_classification.augmentation import JATICClassificationAugmentation\n", "\n", "# Initialize accuracy metric (Maite-compatible)\n", "classification_metric = torchmetrics.classification.MulticlassAccuracy(maite_dataset.num_classes)\n", "maite_acc_metric = TMClassificationMetric(classification_metric)\n", "\n", "# List to store results for Gaussian blur perturbation\n", "gauss_blur_perturbed_metrics = []\n", "for idx, aug in enumerate(blur_augmentations):\n", " # Create a JATICClassificationAugmentation instance for each perturbation\n", " maite_aug = JATICClassificationAugmentation(augment=aug, augment_id=f\"GaussianBlurPerturber_{idx}\")\n", " # reset the metric object for each dataset\n", " maite_acc_metric.reset()\n", " result, _, _ = evaluate(\n", " model=maite_classifier,\n", " metric=maite_acc_metric,\n", " dataset=maite_dataset,\n", " augmentation=maite_aug,\n", " )\n", " gauss_blur_perturbed_metrics.append(result)\n", "\n", "# List to store results for Gaussian blur perturbation\n", "salt_noise_perturbed_metrics = []\n", "for idx, aug in enumerate(salt_augmentations):\n", " # Create a JATICClassificationAugmentation instance for each perturbation\n", " maite_aug = JATICClassificationAugmentation(augment=aug, augment_id=f\"SaltNoisePerturber_{idx}\")\n", " # reset the metric object for each dataset\n", " maite_acc_metric.reset()\n", " result, _, _ = evaluate(\n", " model=maite_classifier,\n", " metric=maite_acc_metric,\n", " dataset=maite_dataset,\n", " augmentation=maite_aug,\n", " )\n", " salt_noise_perturbed_metrics.append(result)" ] }, { "cell_type": "markdown", "id": "1330af38", "metadata": {}, "source": [ "### Generate Item Response Curves\n", "\n", "The accuracy metric values (generated above) are visualized as item-response curves to understand the robustness of the model to varying degree of Blur and Salt noise perturbations. From the plots below, we can see a sharp drop in accuracy of the model on increasing the perturbation intensity." ] }, { "cell_type": "code", "execution_count": 7, "id": "1d4759b5", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(1, 2, figsize=(15, 6)) # Create 1-row, 2-column grid\n", "\n", "_ = axes[0].plot(\n", " blur_perturbation_values,\n", " [m[\"MulticlassAccuracy\"] for m in gauss_blur_perturbed_metrics],\n", " label=\"ConvNext Model\",\n", ")\n", "axes[0].set_title(\"GaussianBlurPerturber\", fontsize=25)\n", "axes[0].set_xlabel(\"Gaussian Blur ksize\", fontsize=20)\n", "axes[0].set_ylabel(\"Accuracy\", fontsize=20)\n", "axes[0].tick_params(axis=\"both\", which=\"major\", labelsize=20)\n", "_ = axes[0].legend()\n", "\n", "# Salt noise results\n", "_ = axes[1].plot(\n", " blur_perturbation_values,\n", " [m[\"MulticlassAccuracy\"] for m in salt_noise_perturbed_metrics],\n", " label=\"ConvNext Model\",\n", ")\n", "axes[1].set_title(\"SaltNoisePerturber\", fontsize=25)\n", "axes[1].set_xlabel(\"Salt Noise amount\", fontsize=20)\n", "axes[1].set_ylabel(\"Accuracy\", fontsize=20)\n", "axes[1].tick_params(axis=\"both\", which=\"major\", labelsize=20)\n", "_ = axes[1].legend()" ] }, { "cell_type": "markdown", "id": "944e72fd", "metadata": {}, "source": [ "## Generate and Evaluate Saliency Maps" ] }, { "cell_type": "markdown", "id": "7a4169c8", "metadata": {}, "source": [ "### Initialize RISE (with Debiasing) Saliency Method\n", "\n", "We initialize the RISE saliency method with debiasing along with the MAITE-compliant ``JATICImageClassifier`` wrapper for generating saliency maps based on model-inference." ] }, { "cell_type": "code", "execution_count": 8, "id": "293ce465", "metadata": {}, "outputs": [], "source": [ "from xaitk_jatic.interop.image_classification.model import JATICImageClassifier\n", "from xaitk_saliency.impls.gen_image_classifier_blackbox_sal.rise import RISEStack\n", "\n", "# Saliency prep\n", "model_mean = [95, 96, 93]\n", "\n", "blackbox_fill = np.uint8(np.asarray(model_mean) * 255)\n", "gen_rise_debiased = RISEStack(n=200, s=8, p1=0.5, seed=seed, threads=4, debiased=True)\n", "gen_rise_debiased.fill = blackbox_fill.astype(int)\n", "\n", "# XAITK-MAITE interop model wrapper for Image Classification\n", "jatic_classifier = JATICImageClassifier(\n", " classifier=maite_classifier,\n", " ids=sorted(maite_classifier.id2label.keys()),\n", " img_batch_size=1,\n", ")" ] }, { "cell_type": "markdown", "id": "b69d975b", "metadata": {}, "source": [ "### Compute Saliency Maps and Related Metrics\n", "\n", "#### Metric Helper/Util Functions\n", "\n", "First, we set up the XAITK-Saliency metric helper/utility functions." ] }, { "cell_type": "code", "execution_count": 9, "id": "17d7de40", "metadata": {}, "outputs": [], "source": [ "from dataclasses import dataclass, field\n", "\n", "from xaitk_saliency.impls.saliency_metric.entropy import Entropy\n", "from xaitk_saliency.utils.sal_metrics import (\n", " compute_ssd,\n", " compute_xcorr,\n", ")\n", "\n", "\n", "@dataclass\n", "class PerturbationResult:\n", " \"\"\"Dataclass for storing perturbed image and associated results.\"\"\"\n", "\n", " descriptor: str\n", " img: np.ndarray\n", " sal_maps: np.ndarray\n", " pred_class: int\n", " pred_prob: float\n", "\n", "\n", "@dataclass\n", "class SaliencyResults:\n", " \"\"\"Dataclass for storing saliency map and associated results.\"\"\"\n", "\n", " ref_img: np.ndarray\n", " ref_sal_maps: np.ndarray\n", " gt: int\n", " pred_class: int\n", " pred_prob: float\n", " perturbations: list[PerturbationResult] = field(default_factory=list)\n", "\n", "\n", "def _compute_entropy_setup(sal_map: np.ndarray, m: str) -> float:\n", " if m == \"entropy\":\n", " compute_entropy = Entropy()\n", " return compute_entropy(sal_map)\n", " if m == \"pos saliency entropy\":\n", " compute_entropy = Entropy(clip_range=(0, 1))\n", " return compute_entropy(sal_map)\n", " if m == \"neg saliency entropy\":\n", " compute_entropy = Entropy(clip_range=(-1, 0))\n", " return compute_entropy(sal_map)\n", " return np.nan\n", "\n", "\n", "def _compute_metric(sal_map: np.ndarray, ref_sal_map: np.ndarray, m: str) -> float | np.float64:\n", " if \"entropy\" in m:\n", " return _compute_entropy_setup(sal_map, m)\n", " if m == \"ssd\":\n", " return compute_ssd(sal_map, ref_sal_map)\n", " if m == \"xcorr\":\n", " return compute_xcorr(sal_map, ref_sal_map)\n", " return np.nan" ] }, { "cell_type": "markdown", "id": "ef318b2b", "metadata": {}, "source": [ "#### Saliency Generation\n", "\n", "Following the metric utils setup, we loop through both the ``GaussianBlurPerturber`` and ``SaltNoisePerturber`` perturbed datasets to generate predictions, compute saliency maps, and compute the related metric values." ] }, { "cell_type": "code", "execution_count": 10, "id": "0d6cd39f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "GaussianBlurPerturber_ksize_1\n", "GaussianBlurPerturber_ksize_5\n", "GaussianBlurPerturber_ksize_11\n", "GaussianBlurPerturber_ksize_15\n", "GaussianBlurPerturber_ksize_21\n", "SaltNoisePerturber_amount_0.0\n", "SaltNoisePerturber_amount_0.05\n", "SaltNoisePerturber_amount_0.1\n", "SaltNoisePerturber_amount_0.15\n", "SaltNoisePerturber_amount_0.2\n" ] } ], "source": [ "import pandas as pd\n", "\n", "# Initialize results dictionary to store all results\n", "results_dict = dict()\n", "model_dict = dict()\n", "\n", "metrics_df = pd.DataFrame(\n", " columns=[\"perturb_config\", \"image_id\", \"gt_label\", \"confidences\", \"entropy\", \"ssd\", \"xcorr\"],\n", ")\n", "\n", "for transform in blur_augmentations + salt_augmentations:\n", " perturbation_type = transform.__class__.__name__\n", " perturb_param_name = \"ksize\" if perturbation_type == \"GaussianBlurPerturber\" else \"amount\"\n", " perturb_param_val = transform.ksize if perturbation_type == \"GaussianBlurPerturber\" else transform.amount # type: ignore[union-attr]\n", "\n", " perturb_key = f\"{perturbation_type}_{perturb_param_name}_{perturb_param_val}\"\n", "\n", " # Initialize tracking lists for results\n", " model_dict[perturb_key] = dict()\n", " perturbed_images: list[np.ndarray] = list()\n", " sal_maps: list[np.ndarray] = list()\n", " truth_labels: list[str] = list()\n", " truth_scores: list[float] = list()\n", " pred_labels: list[str] = list()\n", " pred_scores: list[float] = list()\n", " perturb_values: list[float] = list()\n", "\n", " # For visualization, grab transform without normalizing and perform tensor conversion\n", " for i in range(len(maite_dataset)):\n", " # Load in image and ground truth label\n", " ref_image, label, metadata = maite_dataset[i]\n", " ref_image = np.asarray(ref_image)\n", "\n", " class_idx = np.argmax(label)\n", " truth_label = categories[np.argmax(label)]\n", "\n", " # Tranform image with perturbation and extract features + preds\n", " ref_image = ref_image.transpose(1, 2, 0)\n", " trans_img = transform(ref_image)[0]\n", " trans_img = trans_img.transpose(2, 0, 1)\n", "\n", " logits = maite_classifier.extract_features([trans_img])\n", " prediction = torch.nn.functional.softmax(logits, dim=1)\n", "\n", " # Format output and ground truth into proper format\n", " prediction = prediction.cpu().detach().numpy() if logits.requires_grad else prediction.cpu().numpy()\n", "\n", " pred_idx = np.argmax(prediction[0])\n", " prediction_label = categories[pred_idx]\n", "\n", " prediction_score = prediction[0][pred_idx]\n", " truth_score = prediction[0][class_idx]\n", "\n", " class_labels = [truth_label, prediction_label]\n", " class_ids = [class_idx, pred_idx]\n", "\n", " # Run saliency on predictions\n", " sal_map = gen_rise_debiased(trans_img.transpose(1, 2, 0), jatic_classifier)\n", "\n", " # Compute saliency metrics\n", " ssd = round(_compute_metric(sal_map[0], sal_map[1], \"ssd\"), ndigits=5)\n", " xcorr = round(_compute_metric(sal_map[0], sal_map[1], \"xcorr\"), ndigits=5)\n", " entropy = round(\n", " _compute_metric(sal_map[0], sal_map[1], \"entropy\"),\n", " ndigits=5,\n", " )\n", "\n", " preds = prediction[0].round(decimals=5).tolist()\n", " metrics_df.loc[len(metrics_df)] = [perturb_key, i, class_idx, preds, entropy, ssd, xcorr]\n", " perturbed_images.append(trans_img.transpose(1, 2, 0))\n", " sal_maps.append(sal_map)\n", " truth_labels.append(truth_label)\n", " truth_scores.append(truth_score)\n", " pred_labels.append(prediction_label)\n", " pred_scores.append(prediction_score)\n", " perturb_values.append(perturb_param_val)\n", "\n", " print(perturb_key)\n", " model_dict[perturb_key][\"perturbed_images\"] = perturbed_images\n", " model_dict[perturb_key][\"sal_maps\"] = sal_maps\n", " model_dict[perturb_key][\"truth_labels\"] = truth_labels\n", " model_dict[perturb_key][\"truth_scores\"] = truth_scores\n", " model_dict[perturb_key][\"pred_labels\"] = pred_labels\n", " model_dict[perturb_key][\"pred_scores\"] = pred_scores\n", " model_dict[perturb_key][\"perturb_values\"] = perturb_values\n", "\n", "model_backbone = maite_classifier.model_name.split(\"/\")[-1].split(\"-\")[0]\n", "results_dict[f\"{model_backbone}\"] = model_dict" ] }, { "cell_type": "markdown", "id": "26c0a9b8", "metadata": {}, "source": [ "### Interpretability Analysis" ] }, { "cell_type": "markdown", "id": "f04e3182", "metadata": {}, "source": [ "#### Visualization Helper Function\n", "\n", "This is the helper function to organize the output into a plot with the input image, ground truth (GT) saliency map, and predicted saliency map displayed side by side." ] }, { "cell_type": "code", "execution_count": 11, "id": "b6603844", "metadata": {}, "outputs": [], "source": [ "from matplotlib.axes import Axes\n", "from matplotlib.figure import Figure\n", "\n", "\n", "def visualize_saliency( # noqa: C901\n", " pert_images: list[np.ndarray],\n", " truth_labels: list[str],\n", " sal_maps_1: list[np.ndarray],\n", " truth_scores_1: list[float],\n", " pred_labels_1: list[str],\n", " pred_scores_1: list[float],\n", " perturb_param: str,\n", " perturb_values: list[float],\n", ") -> tuple[Figure, list[Axes]]:\n", " \"\"\"Visualize reference image and corresponding saliency maps.\n", "\n", " This function creates the visualization for the NRTK-XAITK quick task.\n", " It has three columns: a perturbed image, the saliency with respect to the true\n", " class, and the saliency with respect to the predicted class.\n", " This is repeated for the variable number of perturbations provided. For the quick task,\n", " the first 'perturbation' was the unperturbed, baseline image. All arguments are lists\n", "\n", " Returns:\n", " tuple: (figure object, list of axis objects)\n", " \"\"\"\n", " # Determine layout dimensions\n", " n_cols = 3\n", " n_rows = len(sal_maps_1)\n", "\n", " fontsize = 20\n", " fontdiff = 4\n", "\n", " # Create figure and axes grid\n", " fig, axes = plt.subplots(n_rows, n_cols, figsize=(n_cols * 4, n_rows * 3))\n", "\n", " axes = axes.flatten()\n", " for (\n", " perturb_index,\n", " pert_image,\n", " truth_label,\n", " sal_map_1,\n", " truth_score_1,\n", " pred_label_1,\n", " pred_score_1,\n", " perturb_value,\n", " ) in zip(\n", " range(n_rows),\n", " pert_images,\n", " truth_labels,\n", " sal_maps_1,\n", " truth_scores_1,\n", " pred_labels_1,\n", " pred_scores_1,\n", " perturb_values,\n", " strict=False,\n", " ):\n", " base_ind = perturb_index * n_cols\n", " for spine in axes[base_ind].spines.values():\n", " spine.set_visible(False)\n", " axes[base_ind].imshow(pert_image)\n", " axes[base_ind].set_xticks([])\n", " axes[base_ind].set_yticks([])\n", " if perturb_index == 0:\n", " axes[base_ind].text(\n", " 0.5,\n", " 1.1,\n", " \"Perturb Value\",\n", " transform=axes[base_ind].transAxes,\n", " ha=\"center\",\n", " va=\"bottom\",\n", " fontsize=fontsize,\n", " fontweight=\"bold\",\n", " )\n", " axes[base_ind].text(\n", " 0.5,\n", " 0.99,\n", " f\"{perturb_param}: {round(perturb_value, ndigits=2)}\",\n", " transform=axes[base_ind].transAxes,\n", " ha=\"center\",\n", " va=\"bottom\",\n", " fontsize=fontsize - fontdiff,\n", " fontweight=\"bold\",\n", " )\n", " axes[base_ind + 1].set_axis_off()\n", "\n", " color_1 = \"green\" if truth_label == pred_label_1 else \"red\"\n", "\n", " # Plot saliency maps\n", " truth_pos_map_1 = np.clip(sal_map_1[0], 0, 1)\n", " pred_pos_map_1 = np.clip(sal_map_1[1], 0, 1)\n", "\n", " # Saliency of GT label\n", " axes[base_ind + 1].imshow(pert_image, alpha=0.7)\n", " axes[base_ind + 1].imshow(truth_pos_map_1, cmap=\"jet\", alpha=0.3, vmin=0, vmax=1)\n", " if perturb_index == 0:\n", " axes[base_ind + 1].text(\n", " 0.5,\n", " 1.3,\n", " \"ConvNext Model\",\n", " transform=axes[base_ind + 1].transAxes,\n", " ha=\"center\",\n", " va=\"bottom\",\n", " fontsize=fontsize,\n", " fontweight=\"bold\",\n", " )\n", " axes[base_ind + 1].text(\n", " 0.5,\n", " 1.1,\n", " \"Truth\",\n", " transform=axes[base_ind + 1].transAxes,\n", " ha=\"center\",\n", " va=\"bottom\",\n", " fontsize=fontsize,\n", " fontweight=\"bold\",\n", " )\n", " axes[base_ind + 1].text(\n", " 0.5,\n", " 0.99,\n", " f\"{truth_label}: {truth_score_1:.2f}\",\n", " transform=axes[base_ind + 1].transAxes,\n", " ha=\"center\",\n", " va=\"bottom\",\n", " fontsize=fontsize - fontdiff,\n", " fontweight=\"bold\",\n", " )\n", "\n", " # Saliency of predicted label\n", " axes[base_ind + 2].set_axis_off()\n", " axes[base_ind + 2].imshow(pert_image, alpha=0.7)\n", " axes[base_ind + 2].imshow(pred_pos_map_1, cmap=\"jet\", alpha=0.3, vmin=0, vmax=1)\n", " if perturb_index == 0:\n", " axes[base_ind + 2].text(\n", " 0.5,\n", " 1.1,\n", " \"Prediction\",\n", " transform=axes[base_ind + 2].transAxes,\n", " ha=\"center\",\n", " va=\"bottom\",\n", " fontsize=fontsize,\n", " fontweight=\"bold\",\n", " )\n", " axes[base_ind + 2].text(\n", " 0.5,\n", " 0.99,\n", " f\"{pred_label_1}: {pred_score_1:.2f}\",\n", " transform=axes[base_ind + 2].transAxes,\n", " ha=\"center\",\n", " va=\"bottom\",\n", " color=color_1,\n", " fontsize=fontsize - fontdiff,\n", " fontweight=\"bold\",\n", " )\n", "\n", " plt.tight_layout()\n", " fig.subplots_adjust(wspace=0.00, hspace=0.2)\n", " return fig, axes" ] }, { "cell_type": "markdown", "id": "0ff9beae", "metadata": {}, "source": [ "#### Visualize Saliency for a Sample Image Perturbed Using the ``GaussianBlurPerturber``\n", "\n", "Below, we visualize a sample image from each of the generated perturbation-saliency datasets created using the ``GaussianBlurPerturber``." ] }, { "cell_type": "code", "execution_count": 12, "id": "741489f1", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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49a9E+PnPhbwOT/z7yf8AoENdHNrWrjONUvhz/wA/D/41nSa9rYxjV9Q/8CX/AMaPq77iud/8S/iN/wAK7s9PuP7K/tD7XI6bftHlbNoBz91s9a7aCXz7eKXG3egbGc4yM18/P4j10D/kM6j/AOBT/wCNMTxHrpdR/bWo9f8An6f/ABprDN9SXNI6T4++EtT1jTdL1zSreS4l01nE0US7m2NtIYAdQCvOPXPQGuT8e+MZPi9a6L4e8N6Pfm7WcTXXmx4SJtpXBYE/KNzEk47Vv2evaxsJfVr5ue9w/wDjWnDreptGpOo3f/f9v8aitRdNX3Of63FStY1/GfjVfhJ4X0C1TTP7STyhaL/pHk7RGijP3Wzmue+OvhfU9f0XRvEOlWsk8tgGM0MQ3sEfawYAdQpXnHrnoDV461qWP+Qjd/8Af9v8agl17UlHGpXfX/n4b/GsKXNUdrDni4ROQ8e+MZPi9a6L4e8N6Pfm7WcTXXmx4SJtpXBYE/KNzEk47VsfGr4f37+FPD1xpMEl2ujWos50iUs/lhVCuAOcDac/UdgadP4h1n5duqX4+ly/+NVpfEOuDH/E31Ef9vL/AONdywUmr3NI1lLoYHjfWrb4rS+HdH8JeH7pLu1UpLugCLCCFAXIzhVwTk4/Wvpm2iaG1hidzIyIFLnqxAxmvn5vEeu5/wCQzqP/AIFP/jSDxDrxP/Ia1L/wKf8AxpLBzbtcp1EfQ9FeB2ut640ibtb1HBzwbl/8a1oNX1bHOr3rcd7h/wDGoq4f2e7MJ4uMXax7NRVPSXeTRrF5GZ3a3jLMxySdo5Jq5XMdSd1cKKKKBhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRXivj3XNXs/GmoQWuqX0EKeXtjiuHVRmNScAHHU1dOHO7Cbsel+NNZ/sHwnfXittmKeVD6724BH05P4V5r4P8K+MD4fe50i+0+2tNRU+ZHcLlnUZXn5G469+9c1/wkuvf9BvUv/AuT/GnDxLr3/Qb1L/wLf8AxqamAc5qTlsenhM4eFw0qNOmm5O7b10Wytbo9bnY/DKe48P+K9T8L3zKHbLLtPyl067fYqc/QCn/AAYUfaNfbAyDCAfxk/wrkk8Sa5znWtR/8Cn/AMatL4i1nnOsX/8A4FP/AI1EMvcHH3vhv+J0YnO1iIVl7OzqqF3frF72t17dO7Ok+FXHijxGP9r/ANnak+Cijy9abAzmEZ/77rm38Raz21i/6f8APy/+NQP4j1ztrOof+BT/AONFPL3FxfNtf8QxWd+3jXjyW9oodduX5a3+VvM6n4VR+Zq3iWMHG7C/+PPWb4F1+bwfNqekXWk3s2oyuvkwxJklxkYPtyORnisYeI9cz/yGtR/8Cn/xqRfEet99Z1D/AMCn/wAaFl0oqNpaq/TuXUz2FWdb2lK8anLpfZx21t/Xc3fhYbz+yfFhsv8Aj+8iPyf+um2XH64rmbG3sL6x1Aarb61da+u9kUH5FAXO5yeRg5JzWgniHWT/AMxi/wCn/Py/+NW4df1c7s6tffjcv/jSjlTkow5tr9Db/WW1arWVOznyvSVmrJK17ap9tC74M/5JF4m/3pv/AEUtXPCWiN4i+EV3psbBZpLh2iLdN6lSM/XGPxqtFrOpsTnU7v8A7/t/jU66rqZ/5id3/wB/m/xreGUNWTlsrbHJV4gc3NwhytzU1re1lttqM8KeMm8F6adC8RabewNA7GF1jzkE5I5IzyTgjIOa6S+8Rr4l8CeILmGxuba3jt3WNrhdpk+XJIHTH4msL+1dTx/yELv/AL/N/jTTq2pY/wCQjd/9/m/xpf2fUprkc7r0JrZlh6tX6wqNp3Tb5na97uytpf1ZtfCNVXwUSAAWupCT68KK5lZpvAXxK1LU9Us7iSwvfN2TxJuGHcOOemRjBFTSavqg6aledf8Anu3+NU5ta1cZxql8Of8An4f/ABrN4B8kYqWsSo5v/tFarOF41b3V/wAnbp6F3w5HdeKvik/ia2s5rfTY+RJKu3diPYB6Enrx0FZ2kauND+KfiC+ks57mBXuBL5CbmjUyj58emcA/WqUmva2MY1fUP/Al/wDGsOC5v7LUZ7+DULmO4n3b5EkZXbJBOWByeRWUsvqJx5XfW7Z2Us6oTVX2sbR5FCMddUnte2/mdv4Z8/xV8VZfElrayw6fFkl5Fxn935YHpk9cV2dn40+1+Ornw1/Z+zyQx+0edndgA/d2+/rXkkXiPXWlQHWtROWH/L0/+NbtprmrbCX1S9bnvcP/AI10Ry+dON1Lrd6bnkY7OaNWV50tFBRiuZ+7bZ36ntNeRSmXwB8Sr7Vry0nk0u+EhE0SbgN7B8emQwxj05pya1qZAP8AaN3/AN/2/wAacda1LH/IQu/+/wC3+NcteLckktUzDL82hh1PmjzRmrNXt9z7jvC9rc+KfiXceKhazQadFkxNKuN52bFA9Tjk46V1ln40+1+Ornw1/Z+zyQx+0edndgA/d2+/rXFSa9qajjUbvr/z8N/jWbN4h1j5dup34+ly/wDjXRh8DUa0lbW78y6+eUsVN89LRRUY6/DbZ+Z2Ov8AjXwyL6ex1/Qp5pLWR442ltUkDDOMoWPGcD9KxvhhZXp8U6lqVrZz2eiyq4SOTIBywKAZ6kDPPb8a56fxDrgAxquojr0uX/xqs3iHXs/8hjUv/Al/8a2/sqbmpymtPI6oZzThhZ0KVNrmVneV18lbT7zu9Y8ceFLmaWHXPD9xJdQlogJbVGJAJ+6xIIB/Cq3wk0/Ure41O7e3mttMmA8mOXPzNngjPXA4z3rjo9f15mGdZ1If9vL/AONaFrrOslk3azfnr1uH/wAamWWSjNVJzWnkRVz2lTws8NSptKVr3k2tNdFZW/E9zorx1NX1XHOq3h/7bt/jXq2ku8mjWLyOzu1vGWZjkk7RyTUOydjyKNdVdkXKKKKRuFFFFABRRRQAUUUUAFfOvxP/AOSiar/2x/8ARSV9FV86fE8/8XF1X/tj/wCikqo7mdXY5KnKeaZSg1ZgXopMZ5FXo5+TytY6v1qzHJz2qWjRSNJpsjqvSq8hzTA+aU80JFXGZwalSTHp0qFqQNiqFc04psY5XpWjFP15WsBJcHt0q5Fcden5UrFJnUWs3z9V6itu1kHHI+9XIWt2BJ1HUdjW5a3qjHI+96GkaJnVQOD3HWrIORWJa3qk9R19DWhHdKQOR+RpFpkkqAjv1rIvIRg9fvVrtKpHX9KzbyRcHn+KgGcheRgbOveuduRhR9DXSX0g/d8+v9K5m6cFR9DVI55spMeaTNMZuaTdTMrjyaYTRmkNMdx4NTK30qrup6yYoBMt5pDUavTtwNIojcVCw5qduaiYc0CZGRX094V/5FDRP+vCD/0WtfMZFfTvhb/kUNF/68IP/Ra1Miqe5rUUUVBsFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHg3xF/5HzUv+2X/AKKSuWrqPiMf+K81L/tl/wCikrls16MPhRg9xwqVW69KhzTg2KoEy2r/AEpxfPpVZWp4NKw7jmNN70ppppjHhqlR/p0qtmnq1AF9JMZ6Vbik+bt1rLWTr0q1FKN3brTTaGjXifp061bQ1lwyjjp1q9E+Vz701GUtR3SLXUUxxx+NIHoLjHWpaa0ZVyrMn161lTLjb1rXmYY/GsmZvu0iWZso4qJW2uDxwc1JK3AquTzVRdmZs1ILvCHJQc1pW12GRRuTv3rmQxFWIbpowowvHqK1koVFY5alC+qOnacbAQy9fWqUk2SeV61QS+3KAdv5GjzwzHp+VRChyHOqUk9SZsN3plwq4HPrT0QtmkuY+B171tF6msJLmSKLgA8GkUgHqKWQbTj2qI1q5WOq10XIZwrLytaVtchjjcnT1rn92DVm0nKuc4xisKkIzWhz1aN1dH0LohzoOnH1tYv/AEEVerO0A7vDmln1tIj/AOOCtGvGkrOx6EfhQUUUUigooooAKKKKACiiigAooooAKKKKACiiigArwb4i/wDI+al/2y/9FJXvNeC/EY/8V5qX/bL/ANFJW+H+IipscvSim5pc12GRMrdelTq/0qoGxUitSsUmWS+fSo2NNBpTQkMTvTg1MNJmqAso/wBOlW45MZ5FZytUyydelEXyu4G3BOd38PUVoxOTjjvWDaShplHqwFdHaQbgOv3vWulzildmM5RhuShWMZO09fSoiOea2IrVTCRls59apXdo0YdwDgY6kVh7WFTRPUdKsr2ZQccfjVSZPr1q2WFVpmGPxrM6TImXG3rWdKOK0pm+7WZK3ApmbGRvtkU8cEHmte3uxsI3J19awyeaekpX0rWLTVpHPVpqZ1cE4eNfmXnPQ1KzDHUVz1rfbAgO3jPY1ox3YkQcj8jXNUw3vcyOGcJw06EsjZJ6darsgOOtSD52P51Mtvn1/OtFJQ3IjKxSuFAA59aovgMOa1rq3+UYz0Pesi4jKNj2rpozUlodlGSasKJQvcVNFd7XHKfiaz2NMJ5pycdmaypKR0VveBzgtH07GvbdEOdB04+trF/6CK+drefy3PTp6V9C+Hm3eGtKb1s4T/44K87FU4xtKPUeGpck32NKiiiuM7AooooAKKKKACiiigAr5y+KH/JRdV/7Y/8AolK+ja+dfieufiJqp/64/wDopKqO5nV2OO5padto21ZzirmrCdagAqdOtBaJ1qSo1NPzxQWhrd6jJp7HrURNMTFDEHrU6SYzzVang0gRpQ3GG+93HatKC924/efxf3awFcg9anSdhjk9fSpKTOttdQ5H73v/AHfb6Vq2+oZ2/vfX+H/61cTBdsCOT19BWjb3zjbye/YUi1I7EXoIH7z/AMdqld3QK/f/AIvSspL9sDlunoKjmuyy9T19BSKbKF7NnZ83r2rnbh8qOexrVuZCdv41kTcgfjVowkVSaQU/ZRspmdhKQ0pGKaaBDSaUGkNIKYJkytz1qUGq69anQZx9aVy0x4BNIYz6VZih3HtU/wBmGOg/OobKsZpQ56V9MeFuPCOi/wDXhB/6LWvnVrYZ7fnX0Z4aGPCujj0sof8A0AUmy4KzNSiiikaBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB4J8Rv8AkfdS/wC2X/opK5aur+Iq58d6kf8Arl/6KSuWxXpQTUFfsc73YlLRilpgPWpBUYp4oKQ6kNLSE0xjTSA0GkoEShvepkkwetVhTgxFILmjFPgj5u/pWrbXCeWQW5z6VzqSEEfWr0FxtGDnOfSuilrEmZrtOM8Nx9KXzhj736Vm/aB75+lOE59T+VRWWpcHoWpZeOvf0rLmf7vNTvMSO/WqUjZxWI2VZDwKhNSPzUeKZmxKWjFFMBQ5HQ1IkjA9e1Q1LEu4/hW9Jt7kSsasDE7uaW6chRz2NSW0QO7p2pbuIbRx2NQpLnOBSXOZMr5PXtUXJqaZMOAPSmqmaKsnc9GGqI9poUlDxxU/l/SmmP6VkpNO5bR9CeGznwvpB/6cof8A0AVp1meHBjwvpI/6cof/AEAVp15st2aoKKKKQwooooAKKKKACiiigAooooAKKKKACiiigArwT4jf8j7qX/bL/wBFJXvdeGfES1ZvGupSgrj913/6ZpXThVeb9DOq0lqcdS04rg4pMV1tWMgqRaZTxSKRIKWminUDENNNOJphpgANSBveoqcKQF+yf/SY+f41/nXYWUqheD/F6Vxdjg3KZ/vr/Oust2AHH96s8TK1JHHiHeaRuwzDH3u/pRcskkDAnOcfzqjFLgd+tSGXK4OcV42HquNXdmlSNo3XQxp3CSOAcYYiqksvHXv6VJfSBXcjP3z/AFrPklyO/WvfnvdHRTleNyvM/wB3ms+Q8CrUjZxVN+alAyM0lLijFBIoYjoatW9xIDjd29KqVYtU3uR7VtTd9GZ1EuXU1rd3Y9f4a1FzVK0gxgnH3fWtFU6152NrRicEI889Ctc52fgawrxj5g5/hrpJYgy4I7GsLUbfZKMY+5nr9a6MDWjKGhrS9ypyszDk0m0+lSqmaf5f0q3K+56BXwQa+ifDf/IraR/15Q/+gCvnwx/SvoTw4MeF9JH/AE5Q/wDoArnxDdkioLU06KKK5DQKKKKACiiigAooooAK+efiYP8Ai4Wqf9sv/RSV9DV88/Ew/wDFwtU/7Zf+ikqo7mdXY5Lb9KNv0pQaWqMBuKkXrSYpyimUiRTTs0wCnUFXA0wipMU7aKVwIdtOxUm0UbaQDKcKXFOVaAsSREg9auRORjk1WjXFToMYpFpF1JDxyelKzkjqaiT+lTBc0iyjKpOKoSR8dq23hBx0/KqsluuO35U0yHEyPL+lIy4HarrxAenT0qvIuKohoqsOtRmpnHWoiOaZnIZijFOxSUECr1qzEOR9arqOatQjp9aGXE0LZfYdauBAR0FVLf8ArV1egqGjeJG0Qz0Fe++HhjwzpQ/6c4f/AEAV4RjNe8eH/wDkW9L/AOvSL/0AUmi0aNFFFIYUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAeIfELZ/wmOpfKN37rnH/AEzSuQIrqfiGT/wnGpDJx+6/9FpXMYr26cb0oryRy2s2R4op5Wm4rGUXF2ZQopwNNFOqSh2aQ0UUAJSYp+KMUANxS0uKBSAfGpZgPer8MDf7PWqcP31/3hWnG3zDiupaR0Maja2GtAwQn5agJIOM1oHmPpVCQfO31qJLmQ6Mm9GNJ4qFh0qfFNKCsDexSZfpTdv0q00Yx/8AWqJlAoFYhIppqRhTCKZLGd6mh4b8KhNOUkd62pStoZyV0bkEmN3XtS3L5UdehrLiuGGeT+dWXlLDv+dN02pXOJ0WpXK03+sH0p0Ypshy4+lOjqKq1O+nsTBeOgpCvPalFLWVjU968Pf8i1pX/XnD/wCgCtKs3w//AMi1pX/XnD/6AK0q86W5oFFFFIAooooAKKKKACiiigAooooAKKKKACiiigAryTxykbeJL/KKT+75I/2Fr1uvH/HO4+Kr8BiB+7/9AWt8OrzOTGfAvU424hGSQFHzelVGTHpWs1vuHL/pUE1qAgO4dfSvVvGSsY06q2M2nClK4pBXO007M6UOBp2abS0igNJS0uKAGYpcU7FGKQF3TYy1wp44df511MS4HbrXOaUP33/Al/nXSx/1rkzHmUbI5HZ1tSZWAOKl6rmmKBnoKkHSvAg5KSZ3TUHFpGLqNu20sCvL/wCNY0mVJBPQ1016oaPn+9WDcRAMxz/F6V9XRftKaOTDz+yzPYdKrsv0q6UFRNGMf/WpHS0Vdv0pCKmZQKjYUxWIzV3TgPMOQPun+dVNtXLJSGyG7H+dawi0mzCt8DOghACLgD7oqytUbdjhRk/dq2GrxcZSbZx4eai9R7jisfU4yZM8cR/41rk5rP1AAhuP4D/WtMuvF8ppOS9pzIxEHNTBeOgqNRzUgr0pxs7HoIQrz2r3zw9/yLWlf9ecP/oArwWvevD/APyLWlf9ecP/AKAK5cRsi4mlRRRXKUFFFFABRRRQAUUUUAFfOvxPbHxE1Uf9cf8A0UlfRVfOPxQP/FxtV/7Y/wDolKqG5nV2OXDVIDUC81Og/lVtGCRIoqVUOaRV69asIvPekaKI0Rn/ACKQoRVkLx3pjrQVYhApwoIopCCjFFOApAIF5qVVNKq896mRPr1plJCIh/yKmVCMVJHHnsamWHIHDU7FIiUEVOh/lQYiB0agAqahoosAZ70x4sr1/SkV/pUobPcVIzOmgPPXp6VQnhYevT0rddAQevSqVxEMHr0qkyJIw5Izk9fyqBkOe/5VpyxcnrVZ4+ehq0YuJTKmmkVZaP2NM2expkWI1HNWoh0+tRKnPQ1bhj6cHrQVFFmAfzq4naoIlx69asLwKRsh9e76B/yLel/9ekX/AKAK8GzXvPh//kW9L/69Iv8A0AVMikaNFFFSMKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPCPiIf+K71L/tl/wCikrCiGQOe1bPxGOPHupf9sv8A0Ulc8k7AD7vSvaoyTppeRyVItvQszKAg+bvVUintKXGDj8KQc0VJK1h04tLUAtO20qin4rA1sR4oxTyKaaBBRRRSAMUoFFOA5oGPjByOD1q3EjmQfI35VDCPnX/eFaluD5q8V1rSJlUdh0cLlB8rflVea3fJ4br6VtwoSg4NRTRdeD1rJVLM5YVWpGKYWA6H8qQLnvWlJFx361SVPrV8sZas64VLogaPjr+lQvEffp6VeKD3pjIPel7JXNLmZJGR6/lULIf8itGSMe9VnTr1odJIllQrzSYqZl570wr9aydkxWGVKr89KjxTgDmtY1bbicSQnJzUiVGoqZBWc5czLirEgpaQUtQWe9+H/wDkW9K/684v/QBWjWb4f/5FrSv+vOH/ANAFaVebLdlhRRRSAKKKKACiiigAooooAKKKKACiiigAooooAK8j8aEf8JbfD/rn/wCi1r1yvFvHV2IvG1+m5Bjy+p/6ZrXRhleb9DkxkXKmku5WRflHPakmXKDnvVJdRXaPni6ev/16Jr8NGMPEeex/+vW6pVOa55ipyvsZ92uNnOetVAtSyTNJjIHHpTVFdNR7I9WnFqOom2jFSYpCKyNLDMUtBopCCjFFLQBf07Il6Z+Za6OAkjO0jmudsGKy8f3hXRWzkjnH3qMXG6OCurTuWlznoakAOOhoQc1Oq5HevBq3jbQ6KdnfUpyxlhjnr6VQuLVivU/e/u1ssn1qF49wwc9a9DDYhpI5pJwldHOC0Y9z/wB80xrJiOp/75rcW2HP3qctmpPO+vRdWL3NfrJzw012/ib/AL4obSHP8bf98f8A166ZbNAOrUj26gfxVk8Uo/CRKvN7HMjSmU/fP/fH/wBep47EoOXP/fNbLxAZ61XlAVfxpfWZT0Oac5vcqKgT+L2qQSL6j86gllCk8r19apPd4xgp+dX7Fz3JjSlLU2Q49R+dVL1hzyPuf41UF+fWP/P41BNdtI38HTHFFLDckrnRTpTctSMjJoAxSKc0/PFdFTleqPRjohK978P/APIt6V/15xf+gCvBK968P/8AItaV/wBecP8A6AK4MRsjRGlRRRXIUFFFFABRRRQAUUUUAFfOXxQGfiNqv/bH/wBEpX0bXzt8Tlz8RNV/7Zf+ikqobmdTY5KNP5VZRP5UyJPbtVpE9u1aGcUKq4qZOtNxSr1qTZInHSmsOKVeaftyOlAWKrLyabirLR+1RlDnpSJaIwKkVetAX2qZE68UAkOSPJq1HFnHXrSRR5bp3FXoYc4+Xv61SKQQW5J6Hr61cjtCQOD+Yqa2t+fu9/WtGK34HyfrTGZTWhA6H8xVSW3K54PX1rpHtRj7n61QuLXg/J/F60rAYJBWlWTB7VPLCRj5f1qqQRUOIJk/mDFQTMCKaXI71G78dalIGyGQA5qBo8nvUzN70zIzVohkDRfWojF9auEA03aPSqFYgSHJ71bihI9etEaDd0q3Ggx070DURqx4pTxU+zjpUTjrSuURlua978Pf8i1pX/XnD/6AK8CYHNe++Hv+RZ0r/rzh/wDQBUyGjSoooqRhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB4H8Rh/xXup/9sv/AEUlcyorqfiKP+K81L/tl/6KSuaUV6MPhRg9xVWpAKRRT6opIUU+mCnCgqwEUwipMZpCvtQKxHilpcUYpCACpFXmkUVMq89KYx0eQQfQ1ft5iJVJx3/lVVE9u9WYkwelaxqW0YpRT3NeC5XYvI/I0Szr69/SqkXAFOcZFackN7nP9Xje4kk6Y69/SqIlUd6nkQeneqbLjHFO0Vsy400hxmHqPypDKCOtQNTdx9aydVrY1UUSSOCKruck0pamE1DqSYWGFcmmlKkzRxUgQ7KcE5p+Kco5phYRUqULilVRT8Uh2I6TNOYdaYaAPffD3/ItaV/15w/+gCtKs3w9/wAi1pX/AF5w/wDoArSrzZbmgUUUUgCiiigAooooAKKKKACiiigAooooAKKKKACvBPiN/wAj7qX/AGy/9FJXvdeDfEUf8V5qX/bL/wBFJXRhnaZE9jmFJqRc01RUiiu7nl3M0hQKeKSlFQXYfSEUClxmgZGRSYqQr7U3FImwlKBRinqKALNs+yQH3FbFveKCBkfe9DWLGvPSrceQw+tdSipx94yqUlLc6OC7RpVXcMH2NaURDKCDxXM2zkTKSeOf5VvWk6+UnzevauOvgoSWhzSjKnrEsPgdT3qByvr3p8sqkde/pVdnU96yjhEkZNzerGh19acJl9f0qtvUd6rPcqn8ePwqvq92Qoy6I1RMvr+lMkmXaef0rJOoIP8Alr/47/8AWqOTUoypHm/+O/8A1qX1PU05anYuzXSqWwR+RrMvL7HA29R2PpUEt6rMcScf7tU5pQ7H5s/hXVSowjuawoa3kJLcM5PC9c1VINSnBpuKqU3sjrjBLYYFOalVKFHNSqorNtvcpIQLijpUmKYw60hjc1754e/5FrSv+vOH/wBAFeBGvffD3/ItaV/15w/+gCubEbIqJpUUUVylBRRRQAUUUUAFFFFABXzx8Tf+Sh6p/wBsv/RSV9D187/E0/8AFxNU/wC2X/opKqG5nU2Oai/pVtO30qjG3P4Vbjbp9KsiLJsUAc04DNPC89qRuhUH86sJHn0psa9OnWrkMeew61Ny7Fcwj2qJoselaflcdFqF4vYdaLkuJn+Xz2qdIs56VJ5fJ6VZjh6/dpomw6CDLduo71pwW444H3vWm20Hz9F6itWCDpwvWqGFvbgHoOvrV+KIYHFJFFjsKsKMYpgNMQx0qrPbgjoOvrV6o5ACOnemSc7Paj5eB+ZrKmgwvboe9dLMg+XgVj3CDb0HQ0mgMZ1I/Kq0hwKvzL16dKoT9PwqbAyu0mM0zzee9MlbBPWq7Pz1NMhsuCX607f9aoiT3NSh/rTC5fif5vxq7Ewx+NZcb896uRP05PWpZSZoDBFRumc0Rvn1qTqKksrNFz2r3jw+MeG9LH/TnF/6AK8Q2+wr3DQePDumf9ekX/oApMDQooopAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAHg/wARP+R81L/tl/6KSuaWuk+Iv/I+al/2y/8ARSVzSmvRh8KMHuTLTsUxTUgqi0IBT1FIBT1HNIocFpSlSIufSnbfpQOxWKUm3mp2X6U3bz2oJsNVasInNNVOvSrUac9qYCxx/wA6sxx0In061Oq49KYCouAKdtpQKWgCB4/51UeLp0rQbpVZ16dKBGa6YFQsMVckXjtVZx/KkMgY4FRlqkeoGPJoJYu+l31CTRu+tAE27NSKearg1Ip5pgWkP86kqujfXrUynNSUBXNNKVJRigD3bw/x4a0r/rzh/wDQBWjWdoH/ACLml/8AXpF/6AK0a86W5YUUUUgCiiigAooooAKKKKACiiigAooooAKKKKACvB/iJ/yPmpf9sv8A0Ule8V4N8Rf+R81L/tl/6KSt8P8AERPY5talWoVNSqa7CEPxQBSilApFoVRUgWmqOanRc+lBViMpTClWdv0pjL9KBNEG3mnqtO2/SpFTr0piHRpzVpE6fWmxpz2q0ifTrVKTtYLCxLg5q9DKyKoB4HtVdVx6VIOKqNRrcTinuWGncjr+lM809z+lMzTSa0VVdUQ6cRjz4x1/Ks2WVyOv6VefHFUJBxTqSUfhCNOKKzu3r2qFmOOtTOP5VA9Yc0u5diMuaaXpGPJqMmkIm30bs1Du+tOBoAsKeamQ/wA6qqeamRvr1pDRYppXNCnNOpDIyle9eH+PDWlf9ecP/oArwnFe7aB/yLml/wDXpF/6AK58Rsho0aKKK5SgooooAKKKKACiiigAr52+J3/JRNU/7Zf+ikr6Jr52+Jx/4uJqv/bL/wBFJVQ3M6uxyinBqzE5z+FVQamjPP4VoYpmkh61Oi5NVou9Xo1Oalm8WSRoOPrV2BR+tQRqR+dWoxis2dESYKMdBUToD6dfSpA2BSE5qbluJB5Yz2/KrcUQ56flTFWrUfGatMycS9bRLu7dR2rUhjGO3X0rPt2AbqOorSiceo6+tXcRYVAPT8qUrilRgR1FOPSmJkJNQyNx+NTP/WqkzYH407k2Kcz/AHaybh/l6djVyaQfL0/OsmeQbfwPegCtM3X6Vnznj8KsyNk/hVaQZFFiWyhL1NVmHNX5EPPX8qruhz/9anYhlcdamUdeaAh/yKnVDzSAdGOasocfnTUQ5qUKaLFImicirCyHj/GqPSlD47VLRSZoB/avcdB58O6Z/wBekX/oAr5/80en61794eOfDWlH/pzh/wDQBUMaZpUUUUhhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQB4N8Rf8AkfNS/wC2X/opK5gcV0/xF/5HzUv+2X/opK5evRh8CMHuSoamBqutWF71Q0SAc1KopqjmpVFI0Q9BUmBimLT81JaGstN2jNPzSgUXE0KqDmrcajNQL3qxGeaq5JYRR+tSgUxGH61IDTACKaafTGpiGsarOelTOf51UdulAEUh4qq5/lUsjcVXY0CInNQP1NTsKjZeKBMgPWkFSFaQLQIBUi9aQLUgWgY5akViKYBS9KQyYNxTt1V805T7U4xuwue+aB/yLml/9ekX/oArRrO8P/8AIt6X/wBecX/oArRrzJbs0CiiikAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV4N8Rf+R81L/tl/6KSvea8G+Iv/I+al/2y/8ARSVvh/iIqbHMDipENRU9a7TNFgGpAOajUZzU6g56UrFpjlFTIKYqmpVGKXKy0OwMU1lp/alzxTUCrEO0VKqDmkxzUq96VybE8ajNWUUfrVeM81aRh+tAh4FKRQDS0wGGmsac1RP/AFpiInY8VUkPFWHPSqUjcVUotCInP8qrualY1EwqQIH6moz1qdl4qMrQSRinigLTwtACr1qVaaFp4FAx6sRUgbioelGaVh3LG6vdtA/5FzS/+vSL/wBAFeBgn0r3zw//AMi1pX/XnF/6AK58RFqKZUWaNFFFchQUUUUAFFFFABRRRQAV85/FA4+Iuq/9sf8A0UlfRlfOHxR/5KPqv/bH/wBEpVw3MquxyqmrMXX8KqJ1/CrkCnP4VbMkaUI61oxLzVOCMndWlHGcmoZtFEiD+dTCowCKUtis2dER5NANRF6VG5qTdFlP6VZXvVaLn8qvJGTmmiJIliYg9quxTYxyvWqohYdv1p2GTt71pFmTNWKbPdanEmR1FY8c+084/KrKXIwOR+RqyS47cdutUbhuOo6057lcdR19DVC4uRzyPvehqbjKVw/3eR3rKmOQPxq3NLnb0qk/NNEsgIpjLn1qYrTSK0Rmys6cHrVd0571eYVC6ZoJKe361Ko60rJikHFIZZQDNTBeKgRuasKwoAjZfrUZU+hqzjNHl59aTGVNp9DX0F4d/wCRY0n/AK84f/QBXhHk59a958PjHhvSx6WkX/oAqJFI0aKKKgoKKKKACiiigAooooAKKKKACiiigAooooAKKKKAPBPiN/yPmpf9sv8A0UlcwM11HxF/5HzUv+2X/opK5tVGBya9ilRvBPyOaTswQHPSrKA88GokFW0XrWnsF3GmOVealApADTq5pJGqHUZ4puaQtUGiH5py1GDUicmkUyUVKpwaYqmpAhpohkqvj061Oj+4qpyKcr4q0SXN30prGohL9KDIKGAkh/nVKQ9KmklH61Ud84pAQuajNPPNJiqRLIyKaRUwXNO8hm6A/nWqpyauS2kVGU+hpNjf3T+VakWnmRASG/MVI2msFHDfmKOSC0bMXXgna5kgY7GpFFTS2zJjg8+4poQg9Kr2SezNFNMbikK+xqXBB5oC5NHsirkapk9DVqG2DDJ3U+3ti7qcHnPetSCyJHRunqKcnGmjnq1baHrmhDb4e0welpEP/HBWhVLR12aJYL6W8Y/8dFXa8SWrZ2x2QUUUUhhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXg/xFUnx3qRwf+WX/AKKSveK8R8fqh8baiSTn93/6LWuvBpOo79jGvLljc44Rt/db8qkSJs/dbp6VcCptHJp6hexNelaPY5lVbGRQsc/K35VOsZz91vyqxDxuoLHIpq21jSEm2MCH0P5U7afQ04yn2ppl+lPQ3i2GKMU3zfpR5mal8porijrUgqNeTUyqa43uNj1ODUyvj061EENLyKaJZbR/cU/d9Kpq+KlWX6UxErGoXP8AOlMnFQvIP1qoxbYDHzxVGTtVppunSqjHNdFW1iNSIik2nHQ1IBViG38wZ56+tRGmmrsmUlFalEqfQ0wxOeiMfoK1xYZPRvzFWotO/dj735ilJQjrcxliIo5/7PJ/zzf8qXyyvUEfUV0T2JCjAb8xWdc27Dbwe/enCUJ6ImGI5nYoqtO2/WniMjtS7SCBitPZRN1K5EU+tKsW5gMGpxGWYDFW7azLMvB79xQ4QjqKdRRRXitQRyHr3LQht8PaYvpaRD/xwV5RFYHHIb8xXrekLs0WwX0t4x/46K87F1FJJJk4epzSZcoooriOsKKKKACiiigAooooAK+cvigpPxG1U4/54/8AolK+ja+eviXHu+IWqH/rl/6KSqhuZ1djjY4+enar9vHyOP4aiSLB7dKvW6AH8KpszijTt4R83y+netOODr8v61Ut8fN+Fa8Sgk8VFzeKKjwkfw9vWq0ikVrSRjB47VRnjA/KkzVFI5zT06/hSmPmpETn8KlmqZZgXJHH8NbMEGd3y+nesy2Tkf7tdDaxD5+PSlcGPW0yD8n61BPbFc/J29a3Y4VIbj9ar3UC4bj+H1qkzJnNSgxn04qP7Rt/i/SrGoKEBx6D+dY80xUtyau5Ni5Jecff7+lUprrOfn7+lVJLhvU9fSq7TE9+/pQBYMme9JjNVxJU6tVIkRlqJuKlZqhc1SZLQ0mo25pSaYWqyBrCoiKlJppFIBFODUyye/eoMUoJFIEW1f3qZGHHNUFkIqVJunW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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_, ax = visualize_saliency(\n", " [\n", " results_dict[\"convnext\"][f\"GaussianBlurPerturber_ksize_{val}\"][\"perturbed_images\"][example_img_id]\n", " for val in blur_perturbation_values\n", " ],\n", " [\n", " results_dict[\"convnext\"][f\"GaussianBlurPerturber_ksize_{val}\"][\"truth_labels\"][example_img_id]\n", " for val in blur_perturbation_values\n", " ],\n", " [\n", " results_dict[\"convnext\"][f\"GaussianBlurPerturber_ksize_{val}\"][\"sal_maps\"][example_img_id]\n", " for val in blur_perturbation_values\n", " ],\n", " [\n", " results_dict[\"convnext\"][f\"GaussianBlurPerturber_ksize_{val}\"][\"truth_scores\"][example_img_id]\n", " for val in blur_perturbation_values\n", " ],\n", " [\n", " results_dict[\"convnext\"][f\"GaussianBlurPerturber_ksize_{val}\"][\"pred_labels\"][example_img_id]\n", " for val in blur_perturbation_values\n", " ],\n", " [\n", " results_dict[\"convnext\"][f\"GaussianBlurPerturber_ksize_{val}\"][\"pred_scores\"][example_img_id]\n", " for val in blur_perturbation_values\n", " ],\n", " \"ksize\",\n", " [\n", " results_dict[\"convnext\"][f\"GaussianBlurPerturber_ksize_{val}\"][\"perturb_values\"][example_img_id]\n", " for val in blur_perturbation_values\n", " ],\n", ")" ] }, { "cell_type": "markdown", "id": "20bfafa0", "metadata": {}, "source": [ "From the results above, we can observe the increasing blur intensity causing the saliency maps to focus more on the vegetation area. With light-moderate blur intensity, the generated saliency map focuses on the greener area in the image, which results in choosing either ``AnnualCrop`` or ``HerbaceousVegetation`` (some form of vegetation) as the predicted class. At a high blur intensity, the image is predicted to be a ``SeaLake`` (some form of water body).\n", "\n", "Below is a summary of the saliency metrics for the sample image perturbed with the ``GaussianBlurPerturber``. From this table, we can observe that the ``SSD - Sum of Squared Difference`` between the GT and predicted saliency map shows a higher deviation with the increase in blur intensity." ] }, { "cell_type": "code", "execution_count": 13, "id": "db75d4c6", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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entropyssdxcorr
perturb_config
GaussianBlurPerturber_ksize_111.8220.0780.919
GaussianBlurPerturber_ksize_511.8810.1880.934
GaussianBlurPerturber_ksize_1111.8880.1960.956
GaussianBlurPerturber_ksize_1511.8780.2640.953
GaussianBlurPerturber_ksize_2111.8710.2880.949
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" ], "text/plain": [ " entropy ssd xcorr\n", "perturb_config \n", "GaussianBlurPerturber_ksize_1 11.822 0.078 0.919\n", "GaussianBlurPerturber_ksize_5 11.881 0.188 0.934\n", "GaussianBlurPerturber_ksize_11 11.888 0.196 0.956\n", "GaussianBlurPerturber_ksize_15 11.878 0.264 0.953\n", "GaussianBlurPerturber_ksize_21 11.871 0.288 0.949" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "metrics_df.loc[\n", " (metrics_df[\"image_id\"] == example_img_id) & (metrics_df[\"perturb_config\"].str.contains(\"GaussianBlur\")),\n", " [\"perturb_config\", \"entropy\", \"ssd\", \"xcorr\"],\n", "].round(decimals=3).set_index(\"perturb_config\")" ] }, { "cell_type": "markdown", "id": "493677bd", "metadata": {}, "source": [ "#### Visualize Saliency for a Sample Image Perturbed using the ``SaltNoisePerturber``\n", "\n", "Below, we visualize a sample image from each of the generated perturbation-saliency datasets created using the ``SaltNoisePerturber``." ] }, { "cell_type": "code", "execution_count": 14, "id": "9bf7202d", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_, ax = visualize_saliency(\n", " [\n", " results_dict[\"convnext\"][f\"SaltNoisePerturber_amount_{val}\"][\"perturbed_images\"][example_img_id]\n", " for val in noise_perturbation_values\n", " ],\n", " [\n", " results_dict[\"convnext\"][f\"SaltNoisePerturber_amount_{val}\"][\"truth_labels\"][example_img_id]\n", " for val in noise_perturbation_values\n", " ],\n", " [\n", " results_dict[\"convnext\"][f\"SaltNoisePerturber_amount_{val}\"][\"sal_maps\"][example_img_id]\n", " for val in noise_perturbation_values\n", " ],\n", " [\n", " results_dict[\"convnext\"][f\"SaltNoisePerturber_amount_{val}\"][\"truth_scores\"][example_img_id]\n", " for val in noise_perturbation_values\n", " ],\n", " [\n", " results_dict[\"convnext\"][f\"SaltNoisePerturber_amount_{val}\"][\"pred_labels\"][example_img_id]\n", " for val in noise_perturbation_values\n", " ],\n", " [\n", " results_dict[\"convnext\"][f\"SaltNoisePerturber_amount_{val}\"][\"pred_scores\"][example_img_id]\n", " for val in noise_perturbation_values\n", " ],\n", " \"salt_noise_amount\",\n", " [\n", " results_dict[\"convnext\"][f\"SaltNoisePerturber_amount_{val}\"][\"perturb_values\"][example_img_id]\n", " for val in noise_perturbation_values\n", " ],\n", ")" ] }, { "cell_type": "markdown", "id": "4fb2b4c0", "metadata": {}, "source": [ "From the results above, we can observe the increasing salt noise intensity causing the saliency maps to shift their focus away from the image edge features that indicate the presence of an ``Industrial`` area. The shifted focus enables the central regions of the image to become more salient, which classifies the image under the ``Residential`` category.\n", "\n", "Below is a summary of the saliency metrics for the sample image perturbed with the ``SaltNoisePerturber``. From this table, we can observe that the ``SSD - Sum of Squared Difference`` between the GT and predicted saliency map shows a sudden deviation and maintains a particular range of values as the salt noise amount increases. Also, the ``XCorr - Normalized Cross Correlation`` metric with the ``SaltNoisePerturber`` example is less stable compared to the ``GaussianBlurPerturber`` output." ] }, { "cell_type": "code", "execution_count": 15, "id": "a8381ab4", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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entropyssdxcorr
perturb_config
SaltNoisePerturber_amount_0.011.8220.0780.919
SaltNoisePerturber_amount_0.0511.9200.5560.810
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" ], "text/plain": [ " entropy ssd xcorr\n", "perturb_config \n", "SaltNoisePerturber_amount_0.0 11.822 0.078 0.919\n", "SaltNoisePerturber_amount_0.05 11.920 0.556 0.810\n", "SaltNoisePerturber_amount_0.1 11.906 0.361 0.840\n", "SaltNoisePerturber_amount_0.15 11.911 0.565 0.810\n", "SaltNoisePerturber_amount_0.2 11.887 0.592 0.754" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "metrics_df.loc[\n", " (metrics_df[\"image_id\"] == example_img_id) & (metrics_df[\"perturb_config\"].str.contains(\"SaltNoise\")),\n", " [\"perturb_config\", \"entropy\", \"ssd\", \"xcorr\"],\n", "].round(decimals=3).set_index(\"perturb_config\")" ] }, { "cell_type": "markdown", "id": "45db4dac", "metadata": {}, "source": [ "## Conclusion\n", "\n", "Based on visualizing the saliency maps on two different perturbed image samples, we were able to observe how the predictions shifted focus to larger blobs (like the vegetation area classes) as the blur intensity increased. On the other hand, we also observed how the spatial emphasis of the predictions shifted from the edge of the image to the central regions of the image as the salt noise intensity changed.\n", "\n", "Similarly, through this NRTK-XAITK Perturbation Saliency analysis, we presented an end-to-end workflow that enables modular interpretability and explainability of a model's and dataset's robustness to natural or physics-based perturbations." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 5 }